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1. linkedin/Liger-Kernel linkedin/Liger-Kernel Public

   Efficient Triton Kernels for LLM Training

   Python 3.8k 227

2. NVIDIA/TensorRT-LLM NVIDIA/TensorRT-LLM Public

   TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficie…

   C++ 8.9k 1k

3. keras-team/autokeras keras-team/autokeras Public

   AutoML library for deep learning

   Python 9.2k 1.4k

4. vllm-project/vllm vllm-project/vllm Public

   A high-throughput and memory-efficient inference and serving engine for LLMs

   Python 31.8k 4.8k

5. datamllab/automl-in-action-notebooks datamllab/automl-in-action-notebooks Public

   Jupyter notebooks for the code samples of the book "Automated Machine Learning in Action"

   Jupyter Notebook 89 45

6. pytorch/ao pytorch/ao Public

   PyTorch native quantization and sparsity for training and inference

   Python 1.7k 184